AI moves from perception to intelligent cognition

        AI From perception to cognition is an inevitable trend , Cognitive intelligence is the advanced stage of AI technology development , Designed to give machine data understanding 、 Expression of knowledge 、 logical reasoning 、 Ability of autonomous learning, etc , Make the machine human and transform the world 、 A right-hand man to improve his ability . In the development process from perceptual intelligence to cognitive intelligence , Semantic and knowledge expression and logical reasoning , It is an important means of cognition , Multimodal learning is an important means to obtain information fusion and collaboration . By building a multimodal large-scale basic model , You can learn the fusion representation of multiple information , Establish modal transformation and collaborative Correlation , So as to improve AI The ability of the system to recognize and understand complex environments , And then get multi scene and multi task AI Application ability .